Evidence map›Paper›PMID 36772736›Full record

ArticleSensors (Basel, Switzerland)2023

Mobility of LoRaWAN Gateways for Efficient Environmental Monitoring in Pristine Sites.

Salma Sobhi, Ahmed Elzanaty, Mohamed Y Selim, Atef M Ghuniem, Mohamed F Abdelkader

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Salma SobhiWireless Communication Engineering, Information Technology Institute, Ismailia 8366004, Egypt.ORCID 0000-0003-4458-1583
Ahmed ElzanatyInstitute for Communication Systems, University of Surrey, Guildford GU2 7XH, UK.ORCID 0000-0001-8854-8369
Mohamed Y SelimElectrical Engineering Department, Faculty of Engineering, Suez Canal University, Ismailia 8366004, Egypt.ORCID 0000-0001-6695-370X
Atef M GhuniemElectrical Engineering Department, Faculty of Engineering, Suez Canal University, Ismailia 8366004, Egypt.
Mohamed F AbdelkaderWireless Communication Engineering, Information Technology Institute, Ismailia 8366004, Egypt.ORCID 0000-0003-3427-2808

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Environmental monitoring of delicate ecosystems or pristine sites is critical to their preservation. The communication infrastructure for such monitoring should have as little impact on the natural ecosystem as possible. Because of their wide range capabilities and independence from heavy infrastructure, low-power wide area network protocols have recently been used in remote monitoring. In this regard, we propose a mobile vehicle-mounted gateway architecture for IoT data collection in communication-network-free areas. The limits of reliable communication are investigated in terms of gateway speed, throughput, and energy consumption. We investigate the performance of various gateway arrival scenarios, focusing on the trade-off between freshness of data, data collection rate, and end-node power consumption. Then we validate our findings using both real-world experiments and simulations. In addition, we present a case study exploiting the proposed architecture to provide coverage for Wadi El-Gemal national park in Egypt. The results show that reliable communication is achieved over all spreading factors (SFs) for gateway speeds up to 150 km/h with negligible performance degradation at SFs=11,12 at speeds more than 100 km/h. The synchronized transmission model ensures the best performance in terms of throughput and power consumption at the expense of the freshness of data. Nonsynchronized transmission allows time-flexible data collection at the expense of increased power consumption. The same throughput as semisynchronized transmission is achieved using four gateways at only five times the energy consumption, while a single gateway requires seventeen times the amount of energy. Furthermore, increasing the number of gateways to ten increases the throughput to the level achieved by the synchronized scenario while consuming eight times the energy.

Indexed as

data collectionLoRaWANlow-power wide area networks (LPWAN)mobilitypristine siteswireless sensor networks (WSN)

Identifiers

PMID36772736
PMCPMC9919836

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.